Chapter 15 Welfare Reform and Poverty: A Latent Trajectory Model Analysis

Author(s):  
Michael J. Camasso ◽  
Radha Jagannathan
Author(s):  
Francesco Bartolucci ◽  
Thomas Brendan Murphy

AbstractA finite mixture latent trajectory model is developed to study the performance and strategy of runners in a 24-h long ultra running race. The model facilitates clustering of runners based on their speed and propensity to rest and thus reveals the strategies used in the race. Inference for the adopted latent trajectory model is achieved using an expectation-maximization algorithm. Fitting the model to data from the 2013 World Championships reveals three clearly separated clusters of runners who exhibit different strategies throughout the race. The strategies show that runners can be grouped in terms of their average moving speed and their propensity to rest during the race. The effect of age and gender on the probability of belonging to each cluster is also investigated.


2020 ◽  
pp. 108705472090833
Author(s):  
Aja Louise Murray ◽  
Arthur Caye ◽  
Karen McKenzie ◽  
Bonnie Auyeung ◽  
George Murray ◽  
...  

Objective: Significant anxiety often occurs in the presence of ADHD symptoms; however, the reasons are not well understood. We aimed to establish whether the relations between ADHD symptons and anxiety are bidirectional or unidirectional. Method: Weexamined the developmental relations between ADHD and anxiety symptoms across adolescence (ages 13, 15, and 17) in a community-ascertained, normative longitudinal sample of 1,483 youth (52% male). We used an autoregressive latent trajectory model with structured residuals (ALT-SR) to examine within-person developmental relations between ADHD and anxiety symptoms to determine whether it is ADHD symptoms that lead to anxiety symptoms and/or the reverse. Results: Results suggested that there are reciprocal within-person developmental relations between ADHD and anxiety symptoms. Conclusions: Our findings support the recommendation that targeting ADHD symptoms can be fruitful for addressing anxiety symptoms; however, they suggest that targeting anxiety symptoms may also benefit ADHD symptoms. Results also underline the importance of careful assessment for underlying ADHD symptoms among adolescents presenting with anxiety.


2016 ◽  
Vol 43 (14) ◽  
pp. 2503-2523 ◽  
Author(s):  
Dongbing Lai ◽  
Huiping Xu ◽  
Daniel Koller ◽  
Tatiana Foroud ◽  
Sujuan Gao

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